agent-framework

Python: fix(ag-ui): add MCP tool support for AG-UI approval flows (#3212 )

* add MCP tool support for AG-UI approval flows

* use attribute in place of property

Evan Mattson · 2026-01-15 02:34:11 +00:00

620da7a829

update package versions (#3223 )

Co-authored-by: Dmytro Struk <13853051+dmytrostruk@users.noreply.github.com>

Giles Odigwe · 2026-01-14 23:26:50 +00:00

cb2862d4c3

renamed all (#3207 )

Eduard van Valkenburg · 2026-01-14 05:54:07 +00:00

d8cf8361bd

Python: Add dependencies param to ag-ui FastAPI endpoint (#3191 )

* Add dependencies param to ag-ui FastAPI endpoint

* Address Copilot feedback

Evan Mattson · 2026-01-13 22:31:33 +00:00

1ae0b09e42

Python: [BREAKING]: Introducing Options as TypedDict and Generic (#3140 )

* WIP typeddict for options

* updated all clients and ChatAgents

* updated everything

* added ADR

* fix mypy

* proper typevar imports

* fixed import

* fixed other imports

* slight update in the sample

* updated from feedback

* fixes

* fixed missing covariants and test fixes

* fixed typing

* updated anthropic thinking config

* ruff fixes

* fixed int tests

* fix tests and mypy

* updated integration tests

* updated docstring and test fix

* improved options handling in obser

* mypy fix

* updated a host of integration tests

* fix tests

* bedrock fix

Eduard van Valkenburg · 2026-01-13 16:41:05 +00:00

3e97425245

Python: [BREAKING]: removed display_name, renamed context_providers, middleware and AggregateContextProvider (#3139 )

* removed display_name, renamed context_providers, middleware and AggregateContextProvider

* fixes

* fixed test

* testfix

* removed mistakenly put back test

* updated new test

* rename middlewares to middleware

* middleware fixes

Eduard van Valkenburg · 2026-01-13 02:24:07 +00:00

203fb7b1c4

Python: Add Pydantic request model and OpenAPI tags support to AG-UI FastAPI endpoint (#2522 )

* feat(ag-ui): Add Pydantic request model and OpenAPI tags support

- Add AGUIRequest Pydantic model in _types.py with field descriptions
- Update add_agent_framework_fastapi_endpoint() to accept tags parameter
- Use AGUIRequest model for automatic validation and OpenAPI schema generation
- Export AGUIRequest and DEFAULT_TAGS in __init__.py
- Update test_endpoint.py to expect 422 for invalid requests
- Add tests for OpenAPI schema, default tags, custom tags, and validation

Benefits:
- Better API documentation with complete request schema in Swagger UI
- Automatic request validation with Pydantic
- Organized endpoints under 'AG-UI' tag instead of 'default'
- Improved developer experience and type safety

Fixes #<issue-number>

* test(ag-ui): Add test for internal error handling to achieve 100% coverage

- Add test_endpoint_internal_error_handling() to cover exception handling code
- Mock copy.deepcopy to simulate internal error during default_state processing
- Add type: ignore for FastAPI tags parameter (known pyright compatibility issue)
- Achieves 100% test coverage for _endpoint.py (previously missing lines 103-105)

claude89757 · 2026-01-12 15:07:34 +00:00

3e13909e59

fix(anthropic): fix duplicate ToolCallStartEvent in streaming tool calls (#3051 )

When processing `input_json_delta` events, the Anthropic client was
passing the tool name from the previous `tool_use` event. This caused
ag-ui's `_handle_function_call_content` to emit a `ToolCallStartEvent`
for every streaming chunk (since it triggers on `if content.name:`).

This fix changes the behavior to pass an empty string for `name` in
`input_json_delta` events, matching OpenAI's behavior where streaming
argument chunks have `name=""`. The initial `tool_use` event still
provides the tool name, so only one `ToolCallStartEvent` is emitted.

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Ao Chen · 2026-01-12 08:14:49 +00:00

6e3bc219e0

Python: Fix AzureAIClient tool call bug for AG-UI use (#3148 )

* Fiz AzureAIClient tool call bug

* Address copilot feedback

Evan Mattson · 2026-01-09 18:53:15 +00:00

6445b6b3a6

Python: fix(ag-ui): Execute tools with approval_mode, fix shared state, code cleanup (#3079 )

* fix(ag-ui): execute tools after approval in human-in-the-loop flow

* Fix shared state bug

* Bug fix finalized

* Refactoring to clean up code

* Code cleanup

* More fixes

* More code cleanup

* Add version detection in __init__.py to ruff ignore list

Evan Mattson · 2026-01-09 03:08:05 +00:00

88968da0bd

Python: Bump python version to 1.0.0b260107 for a release (#3128 )

* Bump python version to 1.0.0b260107 for a release

* Update changelog

Evan Mattson · 2026-01-08 08:49:28 +09:00

f508f1d6da

Python: Fix MCP tool result serialization for list[TextContent] (#2523 )

* Fix MCP tool result serialization for list[TextContent]

When MCP tools return results containing list[TextContent], they were
incorrectly serialized to object repr strings like:
'[<agent_framework._types.TextContent object at 0x...>]'

This fix properly extracts text content from list items by:
1. Checking if items have a 'text' attribute (TextContent)
2. Using model_dump() for items that support it
3. Falling back to str() for other types
4. Joining single items as plain text, multiple items as JSON array

Fixes #2509

* Address PR review feedback for MCP tool result serialization

- Extract serialize_content_result() to shared _utils.py
- Fix logic: use texts[0] instead of join for single item
- Add type annotation: texts: list[str] = []
- Return empty string for empty list instead of '[]'
- Move import json to file top level
- Add comprehensive unit tests for serialization

* Address PR review feedback: fix type checking and double serialization

- Add isinstance(item.text, str) check to ensure text attribute is a string
- Fix double-serialization issue by keeping model_dump results as dicts
  until final json.dumps (removes escaped JSON strings in arrays)
- Improve docstring with detailed return value documentation
- Add test for non-string text attribute handling
- Add tests for list type tool results in _events.py path

* Simplify PR: minimal changes to fix MCP tool result serialization

Addresses reviewer feedback about excessive refactoring:
- Reset _events.py to original structure
- Only add import and use serialize_content_result in one location
- All review comments addressed in serialize_content_result():
  - Added isinstance(item.text, str) check
  - Use model_dump(mode="json") to avoid double-serialization
  - Improved docstring with explicit return value documentation
  - Empty list returns "" instead of "[]"

* Refactor: Move MCP TextContent serialization to core prepare_function_call_results

Per reviewer feedback, moved the TextContent serialization logic from
ag-ui's serialize_content_result to the core package's
prepare_function_call_results function.

Changes:
- Added handling for objects with 'text' attribute (like MCP TextContent)
  in _prepare_function_call_results_as_dumpable
- Removed serialize_content_result from ag-ui/_utils.py
- Updated _events.py and _message_adapters.py to use
  prepare_function_call_results from core package
- Updated tests to match the core function's behavior

* Fix failing tests for prepare_function_call_results behavior

- test_tool_result_with_none: Update expected value to 'null' (JSON serialization of None)
- test_tool_result_with_model_dump_objects: Use Pydantic BaseModel instead of plain class

* Fix B903 linter error: Convert MockTextContent to dataclass

The ruff linter was reporting B903 (class could be dataclass or namedtuple)
for the MockTextContent test helper classes. This commit converts them to
dataclasses to satisfy the linter check.

claude89757 · 2026-01-07 00:47:26 +00:00

db283cd396

Bump versions to 1.0.0b260106 for a release. Update CHANGELOG.md (#3109 )

Evan Mattson · 2026-01-07 00:09:49 +00:00

202f557c71

Python: Updated package versions (#3024 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-23 16:04:53 +00:00

5ab47596ff

Python: Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG (#2968 )

* Bump Py version to 1.0.0b251218 for a release. Update CHANGELOG

* update lock

* Fix formatting

* Fix ChatKit typing

Evan Mattson · 2025-12-19 01:31:57 +00:00

e15eab7da6

Python: Fixes Run ID and Thread ID casing to align with AG-UI Typescript SDK (#2948 )

* added camelCase input to run id and thread id aligning with @ag-ui/core

* fixed per copilot suggestions

Hao Luo · 2025-12-18 14:10:16 +00:00

e3f8bfc645

Updated package versions (#2913 )

Dmytro Struk · 2025-12-16 18:51:44 +00:00

e319707058

Python: [BREAKING] Observability updates (#2782 )

* fixes Python: Add env_file_path parameter to setup_observability() similar to AzureOpenAIChatClient
Fixes #2186

* WIP on updates using configure_azure_monitor

* improved setup and clarity

* fixed root .env.example

* revert changes

* updated files

* updated sample

* updated zero code

* test fixes and fixed links

* fix devui

* removed planning docs

* added enable method and updated readme and samples

* clarified docstring

* add return annotation

* updated naming

* update capatilized version

* updated readme and some fixes

* updated decorator name inline with the rest

* feedback from comments addressed

Eduard van Valkenburg · 2025-12-16 06:56:30 +00:00

3139347526

Python: Updated package versions (#2784 )

* Updated package versions

* Small fix

Dmytro Struk · 2025-12-11 18:39:08 +00:00

8d53b20026

Python: Updated package versions (#2737 )

* Updated package versions

* Updated changelog

Dmytro Struk · 2025-12-09 22:58:45 +00:00

43302fb4cd

Updated package versions (#2643 )

Dmytro Struk · 2025-12-04 22:08:47 +00:00

f5786b2c5b

Python: Fixed empty text content pydantic validation failure (#2539 )

* Fixed empty text content pydantic validation failure

* simplify syntax. renamed test

---------

Co-authored-by: Evan Mattson <35585003+moonbox3@users.noreply.github.com>

Hao Luo · 2025-12-04 01:41:27 +00:00

b86c130411

Python: Refactor ag-ui to clean up some patterns (#2363 )

* Refactor ag-ui to clean up some patterns

* Mypy fixes

* Fix imports, typing, tests, logging.

* Fix test import error

* Fix imports again

* Fix thread handling

Evan Mattson · 2025-11-27 02:13:03 +00:00

8cf8b0f995

Updated package versions (#2360 )

Dmytro Struk · 2025-11-20 16:07:10 -08:00

cf13e35c73

Python: clean up exception (#2319 )

* Potential fix for code scanning alert no. 18: Information exposure through an exception

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

* Fix test

---------

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

Evan Mattson · 2025-11-20 00:54:07 +00:00

99689add09

Python: Clean up imports (#2318 )

* chore: tidy imports

* Update python/packages/azurefunctions/agent_framework_azurefunctions/_errors.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update python/packages/azurefunctions/agent_framework_azurefunctions/_callbacks.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* chore: revert stub file change

* chore: trigger pre-commit hook, re-add `annotations` import

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

Brandon McConnell · 2025-11-19 23:41:01 +00:00

79bb87061b

Python: Introducing support for declarative yaml spec (#2002 )

* first work on declarative

* initial version of the declarative support

* fix tests and mypy

* fix parameters of functiontool

* slight logic improvement

* remove path until merge

* updates from comments

* create dispatcher and spec type, json_schema method

* fix mypy, skipping model

* updated lock

* fixed declarative tests and renamed some other test files

* refined loader

* updated lock

* fix mypy

* added readme to samples folder

* fixes from review

* undid test file rename

Eduard van Valkenburg · 2025-11-19 16:33:02 +00:00

92df9e14bf

Python: Fix ag-ui state handling issues (#2289 )

* Fix ag-ui state handling

* Bump package version and update changelog

* Update changelog

Evan Mattson · 2025-11-18 11:47:26 +09:00

1f0ffc159c

Python: Updated package versions (#2238 )

* Updated package versions

* Small fix

* Small fix

Dmytro Struk · 2025-11-15 00:42:41 +00:00

c7e7020c32

Python: fix tool call id mismatch in ag-ui (#2166 )

* Fix state for pending requests bug

* Bump ver

* Update changelog

Evan Mattson · 2025-11-13 04:57:59 +00:00

e92dcb3d5d

Python: Fix ag-ui regressions (#2114 )

* Bump ag-ui package version. Update CHANGELOG

* Fix ag-ui bugs

* Revert port test change

* Cleanup

* Intro factory funcs for samples

* Revert package ver change

Evan Mattson · 2025-11-13 00:18:24 +00:00

5537b1da79

Updated package versions (#2154 )

Dmytro Struk · 2025-11-12 23:58:02 +00:00

e8243b7d11

Updated package versions (#2104 )

Dmytro Struk · 2025-11-11 23:30:34 +00:00

863a632ccf

Python: Add concrete AGUIChatClient (#2072 )

* Add concrete AGUIChatClient

* Update logging docstrings and conventions

* PR feedback

* Updates to support client-side tool calls

Evan Mattson · 2025-11-11 14:39:30 +00:00

32bd884bfd

Updated package versions (#2027 )

Dmytro Struk · 2025-11-08 18:09:28 +00:00

c394f3f52b

Python: Fix ag-ui examples packaging for PyPI publish (#1953 )

* Fix ag-ui examples packaging for PyPI publish

* Fix markdown links

Evan Mattson · 2025-11-06 11:31:24 +09:00

ac018f700b

Bump ag-ui package to 1.0.0b251106 for a release. Update CHANGELOG. (#1951 )

Evan Mattson · 2025-11-06 09:57:23 +09:00

99e2875fc8

Export sample agents (#1927 )

Evan Mattson · 2025-11-05 22:26:18 +00:00

afd8b7ecb4

Python: Bump ag-ui package to 1.0.0b251105 for a release. Update changelog. (#1922 )

* Bump ag-ui package to 1.0.0b251105 for a release. Update changelog.

* Fix authors and license-files

Evan Mattson · 2025-11-05 08:30:52 +00:00

d81b579111

Python: AG-UI protocol support (#1826 )

* Add AG-UI integration

* Fix tests. PR feedback

* Cleanup

* PR Feedback

* Improve README and getting started experience

* Fix links

Evan Mattson · 2025-11-05 05:25:24 +00:00

35a8565495

90 Commits